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<li class="toctree-l1"><a class="reference internal" href="data.html"> Data</a></li>
<li class="toctree-l1"><a class="reference internal" href="nbutils.html"> Notebook Utilities</a></li>
<li class="toctree-l1"><a class="reference internal" href="nn.html"> Neural Networks</a></li>
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<h1 id="index">Index</h1>

<div class="genindex-jumpbox">
 <a href="#A"><strong>A</strong></a>
 | <a href="#B"><strong>B</strong></a>
 | <a href="#C"><strong>C</strong></a>
 | <a href="#D"><strong>D</strong></a>
 | <a href="#E"><strong>E</strong></a>
 | <a href="#F"><strong>F</strong></a>
 | <a href="#G"><strong>G</strong></a>
 | <a href="#I"><strong>I</strong></a>
 | <a href="#L"><strong>L</strong></a>
 | <a href="#M"><strong>M</strong></a>
 | <a href="#N"><strong>N</strong></a>
 | <a href="#O"><strong>O</strong></a>
 | <a href="#P"><strong>P</strong></a>
 | <a href="#R"><strong>R</strong></a>
 | <a href="#S"><strong>S</strong></a>
 | <a href="#T"><strong>T</strong></a>
 | <a href="#U"><strong>U</strong></a>
 
</div>
<h2 id="A">A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="data.html#rfml.data.dataset_builder.DatasetBuilder.add">add() (rfml.data.dataset_builder.DatasetBuilder method)</a>
</li>
      <li><a href="data.html#rfml.data.dataset.Dataset.as_numpy">as_numpy() (rfml.data.dataset.Dataset method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="data.html#rfml.data.dataset.Dataset.as_torch">as_torch() (rfml.data.dataset.Dataset method)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.awgn.AWGN">AWGN (class in rfml.ptradio.awgn)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="data.html#rfml.data.dataset_builder.DatasetBuilder.build">build() (rfml.data.dataset_builder.DatasetBuilder method)</a>
</li>
      <li><a href="data.html#rfml.data.factory.build_dataset">build_dataset() (in module rfml.data.factory)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.factory.build_model">build_model() (in module rfml.nn.model.factory)</a>
</li>
      <li><a href="nn.html#rfml.nn.train.factory.build_trainer">build_trainer() (in module rfml.nn.train.factory)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="C">C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="ptradio.html#rfml.ptradio.cfo.CFO">CFO (class in rfml.ptradio.cfo)</a>
</li>
      <li><a href="nn.html#rfml.nn.model.cldnn.CLDNN">CLDNN (class in rfml.nn.model.cldnn)</a>
</li>
      <li><a href="nn.html#rfml.nn.model.cnn.CNN">CNN (class in rfml.nn.model.cnn)</a>
</li>
      <li><a href="data.html#rfml.data.dataset.Dataset.columns">columns() (rfml.data.dataset.Dataset property)</a>
</li>
      <li><a href="nn.html#rfml.nn.eval.accuracy.compute_accuracy">compute_accuracy() (in module rfml.nn.eval.accuracy)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.eval.accuracy.compute_accuracy_on_cross_sections">compute_accuracy_on_cross_sections() (in module rfml.nn.eval.accuracy)</a>
</li>
      <li><a href="nn.html#rfml.nn.eval.confusion.compute_confusion">compute_confusion() (in module rfml.nn.eval.confusion)</a>
</li>
      <li><a href="nn.html#rfml.nn.eval.accuracy.compute_topk_accuracy">compute_topk_accuracy() (in module rfml.nn.eval.accuracy)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.constellation.ConstellationMapper">ConstellationMapper (class in rfml.ptradio.constellation)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.constellation.ConstellationUnmapper">ConstellationUnmapper (class in rfml.ptradio.constellation)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="data.html#rfml.data.dataset.Dataset">Dataset (class in rfml.data.dataset)</a>
</li>
      <li><a href="data.html#rfml.data.dataset_builder.DatasetBuilder">DatasetBuilder (class in rfml.data.dataset_builder)</a>
</li>
      <li><a href="data.html#rfml.data.encoder.Encoder.decode">decode() (rfml.data.encoder.Encoder method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="ptradio.html#rfml.ptradio.modem.Receiver.demodulate">demodulate() (rfml.ptradio.modem.Receiver method)</a>
</li>
      <li><a href="nn.html#rfml.nn.model.base.Model.device">device() (rfml.nn.model.base.Model property)</a>
</li>
      <li><a href="data.html#rfml.data.dataset.Dataset.df">df() (rfml.data.dataset.Dataset property)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.downsample.Downsample">Downsample (class in rfml.ptradio.downsample)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="E">E</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="data.html#rfml.data.encoder.Encoder.encode">encode() (rfml.data.encoder.Encoder method)</a>
</li>
      <li><a href="data.html#rfml.data.encoder.Encoder">Encoder (class in rfml.data.encoder)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.F.energy.energy">energy() (in module rfml.nn.F.energy)</a>
</li>
      <li><a href="nn.html#rfml.nn.F.evm.evm">evm() (in module rfml.nn.F.evm)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="F">F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.layers.flatten.Flatten">Flatten (class in rfml.nn.layers.flatten)</a>
</li>
      <li><a href="nn.html#rfml.nn.layers.flatten.Flatten.forward">forward() (rfml.nn.layers.flatten.Flatten method)</a>

      <ul>
        <li><a href="nn.html#rfml.nn.layers.power_normalization.PowerNormalization.forward">(rfml.nn.layers.power_normalization.PowerNormalization method)</a>
</li>
        <li><a href="nn.html#rfml.nn.model.cldnn.CLDNN.forward">(rfml.nn.model.cldnn.CLDNN method)</a>
</li>
        <li><a href="nn.html#rfml.nn.model.cnn.CNN.forward">(rfml.nn.model.cnn.CNN method)</a>
</li>
        <li><a href="ptradio.html#rfml.ptradio.awgn.AWGN.forward">(rfml.ptradio.awgn.AWGN method)</a>
</li>
        <li><a href="ptradio.html#rfml.ptradio.cfo.CFO.forward">(rfml.ptradio.cfo.CFO method)</a>
</li>
        <li><a href="ptradio.html#rfml.ptradio.constellation.ConstellationMapper.forward">(rfml.ptradio.constellation.ConstellationMapper method)</a>
</li>
        <li><a href="ptradio.html#rfml.ptradio.constellation.ConstellationUnmapper.forward">(rfml.ptradio.constellation.ConstellationUnmapper method)</a>
</li>
        <li><a href="ptradio.html#rfml.ptradio.downsample.Downsample.forward">(rfml.ptradio.downsample.Downsample method)</a>
</li>
        <li><a href="ptradio.html#rfml.ptradio.rrc.RRC.forward">(rfml.ptradio.rrc.RRC method)</a>
</li>
        <li><a href="ptradio.html#rfml.ptradio.slicer.Slicer.forward">(rfml.ptradio.slicer.Slicer method)</a>
</li>
        <li><a href="ptradio.html#rfml.ptradio.upsample.Upsample.forward">(rfml.ptradio.upsample.Upsample method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.base.Model.freeze">freeze() (rfml.nn.model.base.Model method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="G">G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="ptradio.html#rfml.ptradio.constellation.ConstellationMapper.get_bps">get_bps() (rfml.ptradio.constellation.ConstellationMapper method)</a>

      <ul>
        <li><a href="ptradio.html#rfml.ptradio.constellation.ConstellationUnmapper.get_bps">(rfml.ptradio.constellation.ConstellationUnmapper method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="data.html#rfml.data.dataset.Dataset.get_examples_per_class">get_examples_per_class() (rfml.data.dataset.Dataset method)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.constellation.ConstellationMapper.get_M">get_M() (rfml.ptradio.constellation.ConstellationMapper method)</a>

      <ul>
        <li><a href="ptradio.html#rfml.ptradio.constellation.ConstellationUnmapper.get_M">(rfml.ptradio.constellation.ConstellationUnmapper method)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="I">I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.base.Model.input_samples">input_samples() (rfml.nn.model.base.Model property)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="data.html#rfml.data.dataset.Dataset.is_balanced">is_balanced() (rfml.data.dataset.Dataset method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="L">L</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="data.html#rfml.data.encoder.Encoder.label_name">label_name() (rfml.data.encoder.Encoder property)</a>
</li>
      <li><a href="data.html#rfml.data.encoder.Encoder.labels">labels() (rfml.data.encoder.Encoder property)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.base.Model.load">load() (rfml.nn.model.base.Model method)</a>
</li>
      <li><a href="data.html#rfml.data.converters.rml_2016.load_RML201610A_dataset">load_RML201610A_dataset() (in module rfml.data.converters.rml_2016)</a>
</li>
      <li><a href="data.html#rfml.data.converters.rml_2016.load_RML201610B_dataset">load_RML201610B_dataset() (in module rfml.data.converters.rml_2016)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.base.Model">Model (class in rfml.nn.model.base)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="ptradio.html#rfml.ptradio.modem.Transmitter.modulate">modulate() (rfml.ptradio.modem.Transmitter method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="N">N</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.base.Model.n_classes">n_classes() (rfml.nn.model.base.Model property)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.base.Model.n_parameters">n_parameters() (rfml.nn.model.base.Model property)</a>
</li>
      <li><a href="nn.html#rfml.nn.model.base.Model.n_trainable_parameters">n_trainable_parameters() (rfml.nn.model.base.Model property)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="O">O</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.train.printing_training_listener.PrintingTrainingListener.on_epoch_completed">on_epoch_completed() (rfml.nn.train.printing_training_listener.PrintingTrainingListener method)</a>

      <ul>
        <li><a href="nn.html#rfml.nn.train.training_listener.TrainingListener.on_epoch_completed">(rfml.nn.train.training_listener.TrainingListener method)</a>
</li>
      </ul></li>
      <li><a href="nn.html#rfml.nn.train.printing_training_listener.PrintingTrainingListener.on_training_completed">on_training_completed() (rfml.nn.train.printing_training_listener.PrintingTrainingListener method)</a>

      <ul>
        <li><a href="nn.html#rfml.nn.train.training_listener.TrainingListener.on_training_completed">(rfml.nn.train.training_listener.TrainingListener method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.train.printing_training_listener.PrintingTrainingListener.on_validation_completed">on_validation_completed() (rfml.nn.train.printing_training_listener.PrintingTrainingListener method)</a>

      <ul>
        <li><a href="nn.html#rfml.nn.train.training_listener.TrainingListener.on_validation_completed">(rfml.nn.train.training_listener.TrainingListener method)</a>
</li>
      </ul></li>
      <li><a href="nn.html#rfml.nn.model.base.Model.outputs">outputs() (rfml.nn.model.base.Model method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="P">P</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nbutils.html#rfml.nbutils.plot.plot_acc_vs_snr">plot_acc_vs_snr() (in module rfml.nbutils.plot)</a>
</li>
      <li><a href="nbutils.html#rfml.nbutils.plot.plot_acc_vs_spr">plot_acc_vs_spr() (in module rfml.nbutils.plot)</a>
</li>
      <li><a href="nbutils.html#rfml.nbutils.plot.plot_confusion">plot_confusion() (in module rfml.nbutils.plot)</a>
</li>
      <li><a href="nbutils.html#rfml.nbutils.plot.plot_convergence">plot_convergence() (in module rfml.nbutils.plot)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nbutils.html#rfml.nbutils.plot.plot_IQ">plot_IQ() (in module rfml.nbutils.plot)</a>
</li>
      <li><a href="nn.html#rfml.nn.layers.power_normalization.PowerNormalization">PowerNormalization (class in rfml.nn.layers.power_normalization)</a>
</li>
      <li><a href="nn.html#rfml.nn.model.base.Model.predict">predict() (rfml.nn.model.base.Model method)</a>
</li>
      <li><a href="nn.html#rfml.nn.train.printing_training_listener.PrintingTrainingListener">PrintingTrainingListener (class in rfml.nn.train.printing_training_listener)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="R">R</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="ptradio.html#rfml.ptradio.modem.Receiver">Receiver (class in rfml.ptradio.modem)</a>
</li>
      <li><a href="data.html#module-rfml.data.converters.rml_2016">rfml.data.converters.rml_2016 (module)</a>
</li>
      <li><a href="data.html#module-rfml.data.dataset">rfml.data.dataset (module)</a>
</li>
      <li><a href="data.html#module-rfml.data.dataset_builder">rfml.data.dataset_builder (module)</a>
</li>
      <li><a href="data.html#module-rfml.data.encoder">rfml.data.encoder (module)</a>
</li>
      <li><a href="data.html#module-rfml.data.factory">rfml.data.factory (module)</a>
</li>
      <li><a href="nbutils.html#module-rfml.nbutils.data">rfml.nbutils.data (module)</a>
</li>
      <li><a href="nbutils.html#module-rfml.nbutils.plot">rfml.nbutils.plot (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.eval.accuracy">rfml.nn.eval.accuracy (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.eval.confusion">rfml.nn.eval.confusion (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.F.energy">rfml.nn.F.energy (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.F.evm">rfml.nn.F.evm (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.F.psd">rfml.nn.F.psd (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.layers.flatten">rfml.nn.layers.flatten (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.layers.power_normalization">rfml.nn.layers.power_normalization (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.model.base">rfml.nn.model.base (module)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#module-rfml.nn.model.cldnn">rfml.nn.model.cldnn (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.model.cnn">rfml.nn.model.cnn (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.model.factory">rfml.nn.model.factory (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.train.base">rfml.nn.train.base (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.train.factory">rfml.nn.train.factory (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.train.printing_training_listener">rfml.nn.train.printing_training_listener (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.train.standard">rfml.nn.train.standard (module)</a>
</li>
      <li><a href="nn.html#module-rfml.nn.train.training_listener">rfml.nn.train.training_listener (module)</a>
</li>
      <li><a href="ptradio.html#module-rfml.ptradio.awgn">rfml.ptradio.awgn (module)</a>
</li>
      <li><a href="ptradio.html#module-rfml.ptradio.cfo">rfml.ptradio.cfo (module)</a>
</li>
      <li><a href="ptradio.html#module-rfml.ptradio.constellation">rfml.ptradio.constellation (module)</a>
</li>
      <li><a href="ptradio.html#module-rfml.ptradio.downsample">rfml.ptradio.downsample (module)</a>
</li>
      <li><a href="ptradio.html#module-rfml.ptradio.modem">rfml.ptradio.modem (module)</a>
</li>
      <li><a href="ptradio.html#module-rfml.ptradio.rrc">rfml.ptradio.rrc (module)</a>
</li>
      <li><a href="ptradio.html#module-rfml.ptradio.slicer">rfml.ptradio.slicer (module)</a>
</li>
      <li><a href="ptradio.html#module-rfml.ptradio.upsample">rfml.ptradio.upsample (module)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.rrc.RRC">RRC (class in rfml.ptradio.rrc)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="S">S</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.base.Model.save">save() (rfml.nn.model.base.Model method)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.cfo.CFO.set_cfo">set_cfo() (rfml.ptradio.cfo.CFO method)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.awgn.AWGN.set_snr">set_snr() (rfml.ptradio.awgn.AWGN method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="ptradio.html#rfml.ptradio.slicer.Slicer">Slicer (class in rfml.ptradio.slicer)</a>
</li>
      <li><a href="data.html#rfml.data.dataset.Dataset.split">split() (rfml.data.dataset.Dataset method)</a>
</li>
      <li><a href="nn.html#rfml.nn.train.standard.StandardTrainingStrategy">StandardTrainingStrategy (class in rfml.nn.train.standard)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="T">T</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="ptradio.html#rfml.ptradio.modem.theoreticalBER">theoreticalBER() (in module rfml.ptradio.modem)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.train.training_listener.TrainingListener">TrainingListener (class in rfml.nn.train.training_listener)</a>
</li>
      <li><a href="ptradio.html#rfml.ptradio.modem.Transmitter">Transmitter (class in rfml.ptradio.modem)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="U">U</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="nn.html#rfml.nn.model.base.Model.unfreeze">unfreeze() (rfml.nn.model.base.Model method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="ptradio.html#rfml.ptradio.upsample.Upsample">Upsample (class in rfml.ptradio.upsample)</a>
</li>
  </ul></td>
</tr></table>



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